What is the origin of the idiom "beats me" and when to use it?

The origin of the idiom "beats me" is somewhat unclear, but it likely emerged from the idea of being unable to understand or figure something out. It is an informal expression that is used when someone does not know the answer to a question or is unable to explain something.